The AI That
Gets Your
Money Back.

It started, as many great companies do, with a failed idea. Akash Raju, Anuj Mehta, and Kushal Negi met at Purdue University and launched their first startup in 2020 - a venture doing Airbnb product placements. It got into Y Combinator. It did not find product-market fit.

What it did find, unexpectedly, was a window into the back offices of consumer brands. And what they saw there was chaos. Finance teams buried in spreadsheets. Invoices from KeHE and UNFI that didn't match what had been shipped. Retailers deducting money from settlements for damage claims, short shipments, and pricing errors - some valid, most not - and brands simply writing it off.

"We ultimately felt we lacked product-market fit and decided to hard pivot," Akash Raju, now CEO, later said. The pivot became Glimpse - launched in April 2024 - and the mission was clarified: stop consumer brands from losing up to 5% of their retail revenue to invalid deductions.

Simple mission. Enormous market. And a category that was ripe - because the only tool anyone had been using for decades was a spreadsheet and a prayer.

Glimpse's results are the kind that get shared in Slack channels and brought up at board meetings. Real revenue recovered. Real hours returned. Real margins improved.

One AI agent reviewed 17,000 deductions for a $1B CPG brand in under 24 hours - a workload that would take a full-time employee roughly two years. In that review, it identified over $10M in recoverable revenue.

For immi, a high-protein ramen brand, Glimpse recovered $23,600 in lost revenue in a matter of months - including $10,200 from a single freight charge dispute. For Evermark, parent of Suave and Chapstick, the platform removed the dollar threshold that had forced them to ignore small deductions entirely - unlocking millions in previously written-off revenue.

Glimpse works with over 150 consumer brands - from early-stage naturals to established names like Evermark, the parent company of Suave and Chapstick. The common thread: they're all selling into major retail channels and getting dinged on the back end for charges they either didn't earn or can't explain.

The platform covers six-plus major retailers, which means brands can recover revenue across their entire footprint from a single platform - not a different tool per retailer.

Integrations with QuickBooks Online and NetSuite mean the data doesn't sit in a dashboard silo; it flows back into the brand's GL and ERP, making month-end close dramatically less painful.